A microwave transceiver and feature extraction system is described. This system is adapted for measuring both electrical (ECG related waveforms) and mechanical activity (heart sound and wall motion) of the heart and vessels determining which signal features are related to which mechanical properties and measurement of important hemodynamic parameters such as pressure flow and vessel s wall displacement. This system is non invasive portable non contacting and can remotely collect data at distances of